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Full-Time

Senior Data Scientist

Posted on 7/22/2024

BambooHR

BambooHR

1,001-5,000 employees

Cloud-based HR software for SMBs

Consulting
Enterprise Software

Senior, Expert

Remote in USA

Category
Data Science
Data & Analytics
Required Skills
Git
Data Structures & Algorithms
Apache Spark
SQL
Pandas
Requirements
  • 5+ years of professional experience as a data scientist
  • Proficiency with NLP, text processing, LLMs / generative models, and conversational UX
  • Mathematical thinking foundation and orientation
  • Skill working with data sources of various types using tools such as SQL, pandas, Spark
  • Expertise designing and building deep learning architectures and models
  • Ability to work well independently and with colleagues
  • Skill collaborating using cloud-based tooling, git, notebook systems, and ML workflows
Responsibilities
  • Train and tune machine learning models
  • Explore data and conduct feature engineering
  • Apply natural language processing to understand text and aid in conversational interfaces
  • Build optimal algorithms with LLMs and retrieval augmented generation
  • Collaborate with data engineers, AI software engineers, data analysts, and stakeholders
  • Evaluate emerging techniques by understanding academic papers and new technical tools, and by conducting labs, prototypes, and explorations
  • Monitor and optimize production models

BambooHR provides HR software solutions tailored for small and medium-sized businesses (SMBs). Its cloud-based platform allows organizations to manage essential HR functions such as hiring, onboarding, employee data management, time tracking, and performance management. The software is designed to be user-friendly and can integrate with various other HR applications, enhancing its capabilities. Clients pay a subscription fee based on the number of employees and desired features, which allows them to access the software. A notable aspect of BambooHR is its Marketplace, which offers integrations with other HR tools, enabling businesses to customize their HR solutions. The goal of BambooHR is to help SMBs streamline their HR processes and improve overall efficiency.

Company Stage

N/A

Total Funding

N/A

Headquarters

Lindon, Utah

Founded

2008

Growth & Insights
Headcount

6 month growth

9%

1 year growth

9%

2 year growth

9%
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Simplify's Take

What believers are saying

  • BambooHR's continuous innovation, such as the introduction of AI-powered features, positions it as a forward-thinking leader in the HR tech space.
  • The company's recent acquisition of Welcome and expansion into Canadian payroll services indicate strong growth and market expansion opportunities.
  • BambooHR's subscription-based model ensures a steady revenue stream, which can be reinvested into further product development and customer support.

What critics are saying

  • The competitive HR tech market requires BambooHR to continuously innovate to maintain its edge, which can be resource-intensive.
  • Focusing primarily on SMBs may limit BambooHR's market reach compared to competitors targeting larger enterprises.

What makes BambooHR unique

  • BambooHR focuses on SMBs, offering a user-friendly, cloud-based HR platform tailored to the unique needs of smaller organizations, unlike competitors who may target larger enterprises.
  • The BambooHR Marketplace provides extensive integrations with various HR apps, allowing clients to customize their HR solutions, which sets it apart from more rigid HR software solutions.
  • Recent AI-powered features like AI Topic Summaries for Employee Satisfaction with eNPS demonstrate BambooHR's commitment to leveraging advanced technology to enhance user experience.
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